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Sheng-Qi Qiu

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#artificial intelligence May 2026

Codifying the Judge: Scalable Evaluation via Program Distillation

PAJAMA is introduced, a system that synthesizes programs as judges, aggregates their decisions into a joint verdict, and incorporates a fallback mechanism to selectively escalate low-confidence cases to an LLM.

Tzu-Heng Huang, Sheng-Qi Qiu, Frederic Sala · arXiv.org · 0 citations